Klaus Pawelzik

Jonas Pistor, Janpeter Hoeffmann, David Rotermund, Elena Tolstosheeva, Tim Schellenberg, Dmitriy Boll, Victor Gordillo-Gonzalez, Sunita Mandon, Dagmar Peters-Drolshagen, Andreas K. Kreiter, Martin Schneider, Walter Lang, Klaus Pawelzik, Steffen Paul: Development of a fully implantable recording system for ECoG signals. DATE 2013: 893-898

Udo A. Ernst, Sunita Mandon, Nadja Schinkel-Bielefeld, Simon D. Neitzel, Andreas K. Kreiter, Klaus R. Pawelzik: Optimality of Human Contour Integration. PLoS Computational Biology 8(5) (2012)

Joscha Schmiedt, Christian Albers, Klaus Pawelzik: Spike timing-dependent plasticity as dynamic filter. NIPS 2010: 2110-2118

Udo Ernst, David Rotermund, Klaus Pawelzik: Efficient Computation Based on Stochastic Spikes. Neural Computation 19(5): 1313-1343 (2007)

David Rotermund, Udo A. Ernst, Klaus R. Pawelzik: Towards On-line Adaptation of Neuro-prostheses with Neuronal Evaluation Signals. Biological Cybernetics 95(3): 243-257 (2006)

Nadja Schinkel, Klaus R. Pawelzik, Udo A. Ernst: Optimal contour integration: When additive algorithms fail. Neurocomputing 69(10-12): 1297-1300 (2006)

Klaus Pawelzik, Udo A. Ernst, David Rotermund: On-line adaptation of neuro-prostheses with neuronal evaluation signals. ESANN 2006: 53-58

Nadja Schinkel, Klaus Pawelzik, Udo A. Ernst: Robust integration and detection of noisy contours in a probabilistic neural model. Neurocomputing 65-66: 211-217 (2005)

Christian W. Eurich, Klaus Pawelzik: Optimal Control Yields Power Law Behavior. ICANN (2) 2005: 365-370

Udo A. Ernst, David Rotermund, Klaus Pawelzik: An Algorithm for Fast Pattern Recognition with Random Spikes. DAGM-Symposium 2004: 399-406

Matthias Bethge, Klaus Pawelzik: Population coding with unreliable spikes. Neurocomputing 44-46: 323-328 (2002)

Rolf D. Henkel, Udo Ernst, Klaus Pawelzik: Synchronizing assemblies perform magnitude-invariant pattern detection. Neurocomputing 44-46: 429-433 (2002)

Matthias Bethge, David Rotermund, Klaus Pawelzik: Optimal Short-Term Population Coding: When Fisher Information Fails. Neural Computation 14(10): 2317-2351 (2002)

Jens R. Otterpohl, Klaus Pawelzik: Iterative Population Decoding Based on Prior Beliefs. ICANN 2002: 229-234

Matthias Bethge, David Rotermund, Klaus Pawelzik: Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution. NIPS 2002: 189-196

R. Rothenstein, Klaus Pawelzik: Evolution and anti-evolution in a minimal stock market model. CoRR nlin.AO/0211010 (2002)

Jan Benda, Matthias Bethge, Matthias Hennig, Klaus Pawelzik, Andreas V. M. Herz: Spike-frequency adaptation: Phenomenological model and experimental tests. Neurocomputing 38-40: 105-110 (2001)

Matthias Bethge, Klaus Pawelzik: Synchronous inhibition as a mechanism for unbiased selective gain control. Neurocomputing 38-40: 483-488 (2001)

Jens R. Otterpohl, Frank Emmert-Streib, Klaus Pawelzik: A constrained HMM-based approach to the estimation of perceptual switching dynamics in pigeons. Neurocomputing 38-40: 1495-1501 (2001)

Jens Kohlmorgen, Klaus-Robert Müller, J. Rittweger, Klaus Pawelzik: Identification of nonstationary dynamics in physiological recordings. Biological Cybernetics 83(1): 73-84 (2000)

Christian W. Eurich, Klaus Pawelzik, Udo Ernst, Andreas Thiel, Jack D. Cowan, John G. Milton: Delay adaptation in the nervous system. Neurocomputing 32-33: 741-748 (2000)

J. Michael Herrmann, Klaus Pawelzik, Theo Geisel: Learning predictive representations. Neurocomputing 32-33: 785-791 (2000)

J. Michael Herrmann, Klaus Pawelzik, Theo Geisel: Self-Localization of Autonomous Robots by Hidden Representations. Auton. Robots 7(1): 31-40 (1999)

Matthias Bethge, Klaus Pawelzik, Theo Geisel: Brief pauses as signals for degressing synapses. Neurocomputing 26-27: 1-7 (1999)

Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel: Theory of non-classical receptive field phenomena in the visual cortex. Neurocomputing 26-27: 367-374 (1999)

J. Michael Herrmann, Klaus Pawelzik: Simultaneous self-organization of place and direction selectivity in a neural model of self-localization. Neurocomputing 26-27: 721-727 (1999)

Udo Ernst, Klaus Pawelzik, Misha Tsodyks, Terrence J. Sejnowski: Relation Between Retinotopical and Orientation Maps in Visual Cortex. Neural Computation 11(2): 375-379 (1999)

Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller: Hidden Markov gating for prediction of change points in switching dynamical systems. ESANN 1999: 405-410

Misha Tsodyks, Klaus Pawelzik, Henry Markram: Neural Networks with Dynamic Synapses. Neural Computation 10(4): 821-835 (1998)

Udo Ernst, Klaus Pawelzik, Fred Wolf, Theo Geisel: Geometry of Orientation Preference Map Determines Nonclassical Receptive Field Properties. ICANN 1997: 231-236

Jens Kohlmorgen, Klaus-Robert Müller, J. Rittweger, Klaus Pawelzik: Analysis of Wake/Sleep EEG with Competing Experts. ICANN 1997: 1077-1082

Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik: Analysis of Drifting Dynamics with Neural Network Hidden Markov Models. NIPS 1997

Klaus Pawelzik, Klaus-Robert Müller, Jens Kohlmorgen: Prediction of Mixtures. ICANN 1996: 127-132

Klaus Pawelzik, Hans-Ulrich Bauer, Fred Wolf, Theo Geisel: Precise Restoration of Cortical Orientation Maps Explained by Hebbian Dynamics of Geniculocortical Connections. ICANN 1996: 415-419

Jens Kohlmorgen, Klaus-Robert Müller, Klaus Pawelzik: Analysis of Drifting Dynamics with Competing Predictors. ICANN 1996: 785-790

Klaus Pawelzik, Udo Ernst, Fred Wolf, Theo Geisel: Orientation Contrast Sensitivity from Long-range Interactions in Visual Cortex. NIPS 1996: 90-96

J. Deppisch, Klaus Pawelzik, Theo Geisel: Uncovering the synchronization dynamics from correlated neuronal activity quantifies assembly formation. Biological Cybernetics 71(5): 387-399 (1994)

Klaus Pawelzik, Hans-Ulrich Bauer, J. Deppisch, Theo Geisel: How Oscillatory Neuronal Responses Reflect Bistability and Switching of the Hidden Assembly Dynamics. NIPS 1992: 977-984

Hans-Ulrich Bauer, Klaus Pawelzik, Theo Geisel: A Topographic Product for the Optimization of Self-Organizing Feature Maps. NIPS 1991: 1141-1147

Klaus Pawelzik, Hans-Ulrich Bauer: Topologieerhaltung und Dimensionsbestimmung: Methoden der nichtlinearen Dynamik in Neuroinformatik und Spracherkennung. Physik und Informatik 1991: 146-152